Unsupervised and Semisupervised Machine Learning Frameworks for Multiclass Tool Wear Recognition
M Assafo, P Langendoerfer - IEEE Open Journal of the …, 2024 - ieeexplore.ieee.org
Tool condition monitoring (TCM) is crucial to ensure good quality products and avoid
downtime. Machine learning has proven to be vital for TCM. However, existing works are …
downtime. Machine learning has proven to be vital for TCM. However, existing works are …
Tool Condition Monitoring Based on Nonlinear Output Frequency Response Functions and Multivariate Control Chart
Tool condition monitoring (TCM) is a key technology for intelligent manufacturing. The
objective is to monitor the tool operation status and detect tool breakage so that the tool can …
objective is to monitor the tool operation status and detect tool breakage so that the tool can …
Vibration Signal-based Tool Condition Monitoring Using Regularized Sensor Data Modelling and Model Frequency Analysis
Tool condition monitoring (TCM) plays a vital role in maintaining product quality and
improving productivity in advanced manufacturing. However, complex machining …
improving productivity in advanced manufacturing. However, complex machining …